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* Fix

* Update data.py

* Update README.md

* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-1-5.us-west-2.compute.internal>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-1-5.us-west-2.compute.internal>

* Update README.md

* Update

* Fix
Co-authored-by: Ubuntu <ubuntu@ip-172-31-1-5.us-west-2.compute.internal>

* Update frame.py

* add unit test

* fix test

* fix

* fix

* fix
Co-authored-by: Quan Gan <coin2028@hotmail.com>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* [Windows] Work around the bug from CL 19.10

* fix

* small fix

* update

* quick fix.

* update sparse optimizer.

* fix.

* fix

Co-authored-by: Ubuntu <ubuntu@ip-172-31-63-129.ec2.internal>

updating readme to reflect argparse args
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-63-129.ec2.internal>

* add entity_classify_dist

* upd

* update

* Fix

* Fix

* upd

* upd

* upd

* upd

* global eval

* Fix

* Fix

* Fix

* Fix

* FIx

* upd

* upd

* update

* support pytorch sparse embedding

* Fix

* Fix

* update Readme

* update with new API

* Fix

* update Readme

* add fanout for validation neighbor sampling
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-24-210.ec2.internal>
Co-authored-by: Chao Ma <mctt90@gmail.com>
Co-authored-by: Da Zheng <zhengda1936@gmail.com>

* add doc.

* update DistGraph.

* add DistTensor.

* update DistEmbedding.

* add partition.py

* add sampling.

* fix.

* add graph partition book and create a base class.

* fix test.

* add rst.

* update doc rst.

* update.

* fix.

* fix docs

* update distributed tensor and embeddings.

* add checks.

* update DistGraph.

* update initialization.

* fix graph partition book.

* update graph partition book.

* update partition.

* update partition.

* fix.

* add example code.

* update DistGraph

* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* update initialize.

* update dataloader.

* update distgraph.

* update DistGraph.

* update DistTensor.

* update.

* more updates.

* fix lint.

* add num_nodes and num_edges
Co-authored-by: Chao Ma <mctt90@gmail.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* fix mxnet nn doc and no note on chebconv

* change notes to note to highlight

* Fix

* Fix
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* Update adj

* Fix

* fix

* fix

* lint

* fix

* test

* fix

* fix

* rm gcn spmv

* remove useless test

* remove useless test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

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* Update test_randomwalk.py

* Update test_randomwalk.py

* [Bugfix] Fix batching isolated ntypes

* fix test

* remove test.py
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* Update graph

* Fix for dgl.graph

* from_scipy

* Replace canonical_etypes with relations

* from_networkx

* Update for hetero_from_relations

* Roll back the change of canonical_etypes to relations

* heterograph

* bipartite

* Update doc

* Fix lint

* Fix lint

* Fix test cases

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Update

* Fix test

* Fix

* Update

* Use DGLError

* Update

* Update

* Update

* Update

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Fix

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* rewrite sanity checks

* delete unnecessary checks

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Fix

* Update

* Update

* Update

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Fix

* Update

* Fix

* Update

* Fix
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Quan Gan <coin2028@hotmail.com>

* add chebconv

* fix

* lint

* fix lint

* docs

* PPIDataset

* Revert "PPIDataset"

This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.

* Update tree.py

* PPIDataset

* Revert "PPIDataset"

This reverts commit 264bd0c960cfa698a7bb946dad132bf52c2d0c8a.

* data pipeline user guide

* remove chapter numbers

* Update data.rst

* image in dataset userguide

* update links using ref

* modify the link of save_graphs and load_graphs in dataset user guide

* move image to s3 server.

* mx tf relconv

* use method instead of private attr

* src and dst have different fc for gat

* update edgeconv

* change sage and sgconv

* no degree check on gin

* add remainding API doc

* fix pylint

* infer fc_src and fc_dst, only one tensor for block

* fix pytest

* Update libinfo.py

fix `if search_path is list` error, and improve the code.

* change string format for compatibility with py35

change string format

* Update libinfo.py

* Update libinfo.py
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* [Doc] User guide section 5 and 6

* oops

* fix